On-manifold preintegration for real-time visual--inertial odometry

C Forster, L Carlone, F Dellaert… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Current approaches for visual-inertial odometry (VIO) are able to attain highly accurate state
estimation via nonlinear optimization. However, real-time optimization quickly becomes …

[PDF][PDF] On-manifold preintegration theory for fast and accurate visual-inertial navigation

C Forster, L Carlone, F Dellaert… - IEEE Transactions on …, 2015 - researchgate.net
Current approaches for visual-inertial navigation (VIN) are able to attain highly accurate
state estimation via nonlinear optimization. However, real-time optimization quickly becomes …

Vimo: Simultaneous visual inertial model-based odometry and force estimation

B Nisar, P Foehn, D Falanga… - IEEE Robotics and …, 2019 - ieeexplore.ieee.org
In recent years, many approaches to visual-inertial odometry (VIO) have become available.
However, they neither exploit the robot's dynamics and known actuation inputs, nor …

DM-VIO: Delayed marginalization visual-inertial odometry

L Von Stumberg, D Cremers - IEEE Robotics and Automation …, 2022 - ieeexplore.ieee.org
We present DM-VIO, a monocular visual-inertial odometry system based on two novel
techniques called delayed marginalization and pose graph bundle adjustment. DM-VIO …

A tutorial on quantitative trajectory evaluation for visual (-inertial) odometry

Z Zhang, D Scaramuzza - 2018 IEEE/RSJ International …, 2018 - ieeexplore.ieee.org
In this tutorial, we provide principled methods to quantitatively evaluate the quality of an
estimated trajectory from visual (-inertial) odometry (VO/VIO), which is the foundation of …

IMU preintegration on manifold for efficient visual-inertial maximum-a-posteriori estimation

C Forster, L Carlone, F Dellaert… - Robotics: Science and …, 2015 - infoscience.epfl.ch
Recent results in monocular visual-inertial navigation (VIN) have shown that optimization-
based approaches outperform filtering methods in terms of accuracy due to their capability to …

Vins-mono: A robust and versatile monocular visual-inertial state estimator

T Qin, P Li, S Shen - IEEE transactions on robotics, 2018 - ieeexplore.ieee.org
One camera and one low-cost inertial measurement unit (IMU) form a monocular visual-
inertial system (VINS), which is the minimum sensor suite (in size, weight, and power) for the …

Keyframe-based visual–inertial odometry using nonlinear optimization

S Leutenegger, S Lynen, M Bosse… - … Journal of Robotics …, 2015 - journals.sagepub.com
Combining visual and inertial measurements has become popular in mobile robotics, since
the two sensing modalities offer complementary characteristics that make them the ideal …

Direct sparse visual-inertial odometry using dynamic marginalization

L Von Stumberg, V Usenko… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
We present VI-DSO, a novel approach for visual-inertial odometry, which jointly estimates
camera poses and sparse scene geometry by minimizing photometric and IMU …

[HTML][HTML] PL-VIO: Tightly-coupled monocular visual–inertial odometry using point and line features

Y He, J Zhao, Y Guo, W He, K Yuan - Sensors, 2018 - mdpi.com
To address the problem of estimating camera trajectory and to build a structural three-
dimensional (3D) map based on inertial measurements and visual observations, this paper …